We present a hybrid constructive model of induction. As a benchmark we used a database of rheumatoid arthritis patients. Combining
Machine Learning and Clustering algorithms we obtained clinical prediction rules. Our model creates new features thru clustering
methods, improving traditional ML methods.
Keywords machine learning - inductive learning - constructive induction - clustering - rheumatoid arthritis